Network disk address: https://pan.baidu.com/s/1l04-witxI9oreuCU8bt4ug extraction code: yvky
A total of five stages of the course, the full version of contents Section 293:
First stage: code level - through mastery of the language Python and Python data packet processing and artificial intelligence analysis package must be specific level of language ability and codes, capable of basic Python data analyst jobs
The second stage: the application level - through in-depth introduction and algorithm for data preparation, data characteristics, data model optimized combination of depth and specific classic case study, so that students up to the level of machine learning for engineering applications, can perform basic evaluation and optimization algorithm, after the completion of this stage of learning capable of data mining analyst job, mid-level engineers developed machine learning
Phase III: Project level - through in-depth introduction and algorithm for data preparation, data characteristics, data model optimized combination of depth and specific classic case study, so that students up to the level of machine learning for engineering applications, can perform basic evaluation and optimization algorithm, after the completion of this stage of learning capable of data mining analyst job, mid-level engineers developed machine learning
Phase IV: the algorithm level - this stage would have further in-depth understanding of the algorithm, combined with machine learning frameworks and learning related depth learning framework (Scikit-Learn \ Tensorflow,) simplified artificial intelligence - machine learning code. . After the completion of this stage of learning artificial intelligence algorithms capable engineers and other high-level jobs
Fifth stage: expert level - to participate Ali Tianchi competition, Kaggle data race data, through specific project combat machine learning, data analysis \ mining, so that students learn knowledge previously obtained mastery, giving top priority objective, capable of: artificial intelligent engineering advanced algorithms, artificial intelligence and other senior development engineer jobs